Select Papers

Artificial Embryogeny

• T. Kowaliw and W. Banzhaf, Augmenting Artificial Development with Local Fitness. IEEE CEC 2009
• T. Kowaliw, Measures of complexity for artificial embryogeny. GECCO 2008
• T. Kowaliw, P. Grogono, and N. Kharma, Environment as a Spatial Constraint on the Growth of Structural Form. GECCO 2007
• T. Kowaliw, P. Grogono, and N. Kharma, The Evolution of Structural Design Through Artificial Embryogeny. IEEE ALIFE 2007
• T. Kowaliw, P. Grogono, and N. Kharma, Bluenome: A Novel Developmental Model of Artificial Morphogenesis. GECCO 2004

Pattern Recognition

• L. Sekanina, S.L. Harding, W. Banzhaf, and T. Kowaliw, Image Processing and CGP in J. Miller (ed.) Cartesian Genetic Programming, Springer Natural Computing Series, 2011
• T. Kowaliw, J. McCormack, and A. Dorin, Evolutionary Automated Recognition of an Individual's Artistic Style. IEEE CEC 2010
• T. Kowaliw, W. Banzhaf, N. Kharma, and S. Harding, Evolving novel image features using Genetic Programming-based image transforms. IEEE CEC 2009
• T. Kowaliw and N. Kharma and C. Jensen and H. Mognieh and J. Yao, Using Competetive Co-Evolution to Evolve Better Pattern Recognizers. International Journal of Computational Intelligence and Applications, 2005
• T. Kowaliw and N. Kharma and E. Clement and C. Jensen and A. Youssef and J. Yao, Project CellNet: Evolving an Autonomous Pattern Recognizer. International Journal of Pattern Recognition and Artificial Intelligence, 2004

HCI and Digital Art

• (Forthcoming) T. Kowaliw, A. Dorin, and J. McCormack, Promoting Creative Design in Interactive Evolutionary Computation. IEEE Trans. on Evolutionary Computation, 2011
  Preprint and samples available at Monash EvoEco site
• T. Kowaliw, J. McCormack, and A. Dorin, An Interactive Evolutionary Art System Based on Artificial Ecosystemics. SSCI 2011
• T. Kowaliw, A. Dorin, and J. McCormack, An Empirical Exploration of a Definition of Creative Novelty for Generative Art. ACAL 2009